Computer solution of static evaluation problems based on positional analysis and genetic algorithm

An approach based on Go knowledge to calculate the static evaluation value is proposed,and the parameter of the model is further optimized by genetic algorithm.Through this approach,various static evaluation models based on different levels can be obtained.The results of text show that,compared with the original model,the accuracy and operation speed of the proposed approach are promoted by 93% and 35% respectively.We expect that,with such operation capacity,this model can be applied in the module of the middle game and end game of computer Go.This model has a practical utilization in researches on computer games,artificial intelligence and game software.